com.amazonaws.services.sagemaker.model

Class DataQualityBaselineConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.DataQualityBaselineConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class DataQualityBaselineConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
DataQualityBaselineConfig()

Method Summary

Modifier and Type	Method and Description
DataQualityBaselineConfig	clone()
boolean	equals(Object obj)
String	getBaseliningJobName() The name of the job that performs baselining for the data quality monitoring job.
MonitoringConstraintsResource	getConstraintsResource()
MonitoringStatisticsResource	getStatisticsResource()
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setBaseliningJobName(String baseliningJobName) The name of the job that performs baselining for the data quality monitoring job.
void	setConstraintsResource(MonitoringConstraintsResource constraintsResource)
void	setStatisticsResource(MonitoringStatisticsResource statisticsResource)
String	toString() Returns a string representation of this object.
DataQualityBaselineConfig	withBaseliningJobName(String baseliningJobName) The name of the job that performs baselining for the data quality monitoring job.
DataQualityBaselineConfig	withConstraintsResource(MonitoringConstraintsResource constraintsResource)
DataQualityBaselineConfig	withStatisticsResource(MonitoringStatisticsResource statisticsResource)

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

DataQualityBaselineConfig

public DataQualityBaselineConfig()

Method Detail

setBaseliningJobName

public void setBaseliningJobName(String baseliningJobName)

The name of the job that performs baselining for the data quality monitoring job.

Parameters:

baseliningJobName - The name of the job that performs baselining for the data quality monitoring job.

getBaseliningJobName

public String getBaseliningJobName()

The name of the job that performs baselining for the data quality monitoring job.

Returns:

The name of the job that performs baselining for the data quality monitoring job.

withBaseliningJobName

public DataQualityBaselineConfig withBaseliningJobName(String baseliningJobName)

The name of the job that performs baselining for the data quality monitoring job.

Parameters:

baseliningJobName - The name of the job that performs baselining for the data quality monitoring job.

Returns:

Returns a reference to this object so that method calls can be chained together.

setConstraintsResource

public void setConstraintsResource(MonitoringConstraintsResource constraintsResource)

Parameters:

constraintsResource -

getConstraintsResource

public MonitoringConstraintsResource getConstraintsResource()

Returns:

withConstraintsResource

public DataQualityBaselineConfig withConstraintsResource(MonitoringConstraintsResource constraintsResource)

Parameters:

constraintsResource -

Returns:

Returns a reference to this object so that method calls can be chained together.

setStatisticsResource

public void setStatisticsResource(MonitoringStatisticsResource statisticsResource)

Parameters:

statisticsResource -

getStatisticsResource

public MonitoringStatisticsResource getStatisticsResource()

Returns:

withStatisticsResource

public DataQualityBaselineConfig withStatisticsResource(MonitoringStatisticsResource statisticsResource)

Parameters:

statisticsResource -

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public DataQualityBaselineConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.